Symmetric tensors abound in statistics as a means of representing higher-order moments and cumulants of a random vector.
They are commonly used to analyze dependences in multivariate distributions [1]}, [2]}, [3]}, learn latent variable models via the method-of-moments [4]}, [5]} and solve important signal processing problems [6]}, [7]}, among many others.
